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[WIP] Rose #750

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andrealorenzon wants to merge 20 commits into from
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[WIP] Rose #750

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53c7a8d
Created empty test units
Aug 21, 2020
183c03f
added ROSE empty class, modified __init__.py
Aug 21, 2020
0a3307b
implemented ROSE, still some failed test
Aug 21, 2020
886694f
PEP8 cleaning
Aug 21, 2020
07731c4
PEP8 linting
Aug 22, 2020
c0d7473
fixed linting errors.
Aug 26, 2020
013f7cc
updated documentation and bibliography
Aug 27, 2020
2b34f47
cleaned ROSE test
Aug 31, 2020
8d0e99e
added an exception for non binary datasets
Sep 10, 2020
8bbbd2e
multiclass oversampling
Sep 15, 2020
9ac2797
removed non-binary exception
Sep 15, 2020
b41b06a
removed unused import
Sep 15, 2020
d2dd6f4
minor fixes
Sep 15, 2020
b31a5c3
linting
Sep 15, 2020
d5ca24c
linting
Sep 15, 2020
b6e95aa
linting
Sep 15, 2020
6f7f8e1
linting
Sep 15, 2020
c391ec3
removed explicit pandas dataframe management
Sep 15, 2020
93ac868
added check_X_y() parsing
Sep 16, 2020
bdffda3
removed check_X_y test
Sep 16, 2020
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removed non-binary exception
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Andrea Lorenzon committed Sep 15, 2020
commit 9ac27974e3f9088769be2ca0207daacad3da70fc
4 changes: 2 additions & 2 deletions imblearn/over_sampling/_rose.py
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Original file line number Diff line number Diff line change
Expand Up @@ -107,8 +107,8 @@ def _make_samples(self,

def _fit_resample(self, X, y):

if type_of_target(y) != "binary":
raise Exception("ROSE supports only binary outcome datasets.")
# if type_of_target(y) != "binary":
# raise Exception("ROSE supports only binary outcome datasets.")

X_resampled = np.empty((0, X.shape[1]), dtype=X.dtype)
y_resampled = np.empty((0), dtype=X.dtype)
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